{"id":"W2023318760","doi":"10.1139/x10-031","title":"Caractérisation de la structure spatiale des individus ligneux dans une « brousse tachetée » au sud-ouest du Niger","year":2010,"lang":"fr","type":"article","venue":"Canadian Journal of Forest Research","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Humanities; Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001031871,0.0001075542,0.0001332669,0.0004649109,0.0003196644,0.0003828254,0.000141382,0.0002070394,0.0009290245],"category_scores_gemma":[0.0001767504,0.0001886941,0.000163228,0.0004127031,0.0002562638,0.000216162,0.0002122258,0.0001498044,0.0001276325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485114,"about_ca_system_score_gemma":0.0002113688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04816261,"about_ca_topic_score_gemma":0.07685959,"domain_scores_codex":[0.9999391,0.000005891349,0.000002850993,0.0000321074,0.000006412716,0.00001363689],"domain_scores_gemma":[0.9997995,0.00007873902,0.00004430756,0.00001623611,0.00003620564,0.00002491143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004160411,0.00002910076,0.7040105,0.0001254003,0.00007766273,0.0003907785,0.002165328,0.007079288,0.2721673,0.0005000157,0.00008525328,0.01295323],"study_design_scores_gemma":[0.000001564795,0.00001739233,0.9953626,0.000005443304,0.000009366535,0.00006478287,0.000354395,0.00214875,0.001761994,0.0000281714,0.0002409125,0.000004584924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993358,0.00004391513,0.0002345371,0.000003350662,3.054328e-7,0.000001348193,0.00008209922,0.000003796537,0.0002947762],"genre_scores_gemma":[0.9992344,0.00002901132,0.0003148877,0.000002134163,2.428415e-7,0.000002449772,0.0001095073,0.00000130983,0.0003059873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04816261,"threshold_uncertainty_score":0.09576452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161604113345956,"score_gpt":0.269637413431038,"score_spread":0.2580213722975784,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}